A Knowledge-Based Approach to Design

Tom M. Mitchell; Louis I. Steinberg; Jeffrey S. Shulman

doi:10.1109/TPAMI.1985.4767698

A Knowledge-Based Approach to Design

Tom M. Mitchell, Louis I. Steinberg, Jeffrey S. Shulman

School of Arts and Sciences, Computer Science

Research output: Contribution to journal › Article › peer-review

48 Scopus citations

Abstract

A framework is presented for constructing knowledge-based aids for design problems. In particular, we describe the organization of an interactive knowledge-based consultant for VLSI design (called VEXED-an acronym for VLSI expert editor), and a prototype implementation of VEXED. The paper focuses on the principles underlying the design of VEXED, and on several lessons and research issues that have arisen from implementing and experimenting with this prototype.

Original language	English (US)
Pages (from-to)	502-510
Number of pages	9
Journal	IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume	PAMI-7
Issue number	5
DOIs	https://doi.org/10.1109/TPAMI.1985.4767698
State	Published - Sep 1985

All Science Journal Classification (ASJC) codes

Software
Computer Vision and Pattern Recognition
Computational Theory and Mathematics
Artificial Intelligence
Applied Mathematics

Keywords

Computer-aided design
VLSI
design
knowledge-based systems

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10.1109/TPAMI.1985.4767698

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abstract = "A framework is presented for constructing knowledge-based aids for design problems. In particular, we describe the organization of an interactive knowledge-based consultant for VLSI design (called VEXED-an acronym for VLSI expert editor), and a prototype implementation of VEXED. The paper focuses on the principles underlying the design of VEXED, and on several lessons and research issues that have arisen from implementing and experimenting with this prototype.",

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AU - Mitchell, Tom M.

AU - Steinberg, Louis I.

AU - Shulman, Jeffrey S.

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AB - A framework is presented for constructing knowledge-based aids for design problems. In particular, we describe the organization of an interactive knowledge-based consultant for VLSI design (called VEXED-an acronym for VLSI expert editor), and a prototype implementation of VEXED. The paper focuses on the principles underlying the design of VEXED, and on several lessons and research issues that have arisen from implementing and experimenting with this prototype.

KW - Computer-aided design

KW - VLSI

KW - design

KW - knowledge-based systems

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EP - 510

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

IS - 5

ER -

A Knowledge-Based Approach to Design

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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